AgentOps Studio: An Operations Console for Agent Workflows (2026 Review)
AgentOps Studio is a name that currently describes three separate projects: a full-stack human-in-the-loop operations console, a LangGraph multi-agent research workbench, and a hackathon trace-diagnosis app. None is a mature product. All three are worth studying because they sketch the operational layer that trace-only observability platforms leave out. That is the short answer. The rest of this review disambiguates the three projects, separates what a console does that a dashboard cannot, and checks the whole category against the one number that matters: how many teams can actually test their agents rather than merely watch them. ...